The Register: Tencent slows pace of GPU rollout as it wrings more performance from fewer accelerators

Source URL: https://www.theregister.com/2025/03/20/tencent_q4_fy2024_gpu_slowdown/
Source: The Register
Title: Tencent slows pace of GPU rollout as it wrings more performance from fewer accelerators

Feedly Summary: Chinese giant says locals are more efficient than Western hyperscalers, and has tiny capex to prove it
Chinese tech giant Tencent has slowed the pace of its GPU rollout since implementing DeepSeek.…

AI Summary and Description: Yes

**Summary:** Tencent is strategically modulating its GPU expansion to optimize its investments in AI, particularly in training large language models (LLMs). The introduction of DeepSeek has increased GPU productivity significantly, allowing Tencent to achieve better results without escalating costs in capital expenditure (capex). This shift illustrates a broader trend among Chinese tech companies towards efficient resource utilization in AI.

**Detailed Description:**

– **Current GPU Rollout Strategy:**
– Tencent has slowed its GPU rollout since implementing DeepSeek, which enhances training efficiency for LLMs.
– The Chief Strategy Officer, James Mitchell, noted that this change is due to the increased productivity from existing GPUs.

– **Financial Insights:**
– Tencent’s capex for FY 2024 was CN¥76.8 billion ($10.6 billion), triple that of 2023, mostly directed towards servers and GPUs.
– Projected FY 2025 revenue is around $100 billion with a capex of approximately $13 billion, compared to Microsoft and Amazon’s significantly higher spending.

– **Business Areas Focused on AI:**
– Major investment in AI effects revenue growth, notably in their advertising and gaming sectors.
– The anticipated capex and efficiencies are expected to accelerate revenue growth in Tencent’s cloud services.

– **Industry Positioning:**
– Tencent is reported to be the highest spending Chinese tech company on AI infrastructure, focusing on efficiency over sheer volume.
– The emphasis on efficient GPU utilization is expected to maintain effectiveness in technology development.

– **Growth in User Engagement:**
– While user growth for Weixin and WeChat is modest, Tencent plans to enhance these platforms with AI-powered features, potentially increasing user engagement.

– **Future Developments:**
– Tencent is exploring the incorporation of agentic AI services into its platforms, allowing for more complex transactions and user interactions.
– New cloud services aimed at AI model training and inferencing-as-a-service are on the horizon.

– **General Market Reaction:**
– The company experienced a positive stock response following these announcements, indicating investor confidence in Tencent’s strategic direction.

This information is significant for professionals in AI and cloud computing security as it highlights both the technological advancements and strategic financial decisions being made in a major tech company. The insights into efficiency and investment trends can inform similar approaches in resource allocation and technology utilization within their own organizations.